The proposal happened a while ago, Us is reporting. "She just didn't wear the ring."

The newly engaged duo met on the set of The Rum Diaries and confirmed their relationship in June of 2012, shortly after Johnny and Vanessa Paradis, his longtime love and the mother of his two children, split.